XpmIR: A Modular Library for Learning to Rank and Neural IR Experiments.
Yuxuan ZongBenjamin PiwowarskiPublished in: SIGIR (2023)
Keyphrases
- learning to rank
- information retrieval
- learning to rank algorithms
- evaluation measures
- ranking functions
- loss function
- ranking svm
- direct optimization
- evaluation metrics
- document retrieval
- information retrieval systems
- test collection
- document collections
- normalized discounted cumulative gain
- query dependent
- text retrieval
- query expansion
- supervised learning
- retrieval effectiveness
- retrieval systems
- relevance judgments
- relevance assessments
- decision trees
- ranking algorithm
- relevant documents
- biologically inspired
- ranking models
- language model
- ir evaluation
- relevance feedback
- classification accuracy